# skill-verification
標記為「skill-verification」的 78 篇文章
Assessments & Skill Verification
Comprehensive assessment suite for validating AI red teaming knowledge, including section assessments, practice exams, study guides, and hands-on skill verification exercises.
Skill Verification Overview
Overview of timed skill verification labs for AI red teaming, including format, pass/fail criteria, and preparation guidance.
Skill Verification: A2A Protocol Attacks
Practical skill verification for multi-agent trust boundary attacks and protocol exploitation.
Skill Verification: Agent Exploitation
Practical skill verification for agent and MCP exploitation techniques.
Skill Verification: Automated Red Teaming
Practical verification of automated attack generation using Garak, PyRIT, and Promptfoo.
Skill Verification: Cloud AI Security
Practical verification of cloud AI platform security assessment skills.
Skill Verification: Cloud AI Security (Assessment)
Hands-on verification of cloud AI service security assessment across AWS, Azure, and GCP.
Skill Verification: Defense Effectiveness Evaluation
Practical verification of skills in evaluating guardrails, classifiers, and monitoring systems.
Skill Verification: Defense Evaluation
Hands-on verification of ability to evaluate and bypass LLM defense mechanisms.
Skill Verification: Encoding and Obfuscation
Skill verification for Base64, Unicode, token smuggling, and encoding-based bypass techniques.
Skill Verification: Function Calling Attacks
Skill verification for schema injection, parameter manipulation, and result poisoning techniques.
Skill Verification: Governance and Compliance
Verification of skills in AI governance framework implementation, audit, and compliance assessment.
Skill Verification: AI Incident Response
Skill verification for AI-specific incident detection, analysis, containment, and recovery.
Skill Verification: AI System Lateral Movement
Skill verification for moving from compromised AI components to connected systems and data stores.
Skill Verification: MCP Exploitation
Hands-on skill verification for MCP transport attacks, tool description injection, and server impersonation.
Skill Verification: Agent Memory Attacks
Practical verification of memory poisoning, context manipulation, and cross-session persistence skills.
Skill Verification: Multimodal Attack Execution
Hands-on verification of image injection, audio manipulation, and cross-modal transfer attacks.
Skill Verification: Multimodal Attacks
Hands-on verification of multimodal attack capabilities across image, audio, and document modalities.
Skill Verification: Prompt Injection
Hands-on skill verification requiring live exploitation of prompt injection vulnerabilities.
Skill Verification: RAG & Data Attacks
Practical verification of RAG poisoning, embedding attacks, and data extraction techniques.
Skill Verification: Reasoning Model Attacks
Verification of skills in reasoning trace manipulation, chain-of-thought exploitation, and thinking-token attacks.
Skill Verification: Red Team Reporting
Practical assessment of red team report writing and finding communication skills.
Skill Verification: Advanced Report Writing
Verification of advanced red team report writing including executive summaries, technical details, and remediation.
Skill Verification: Tool Proficiency
Hands-on verification of proficiency with Garak, PyRIT, Promptfoo, and custom tooling.
Skill Verification: Training Pipeline Security
Skill verification for data poisoning, RLHF exploitation, and fine-tuning attack techniques.
Skill Verification: Agent Exploitation (Assessment)
Timed skill verification lab: exploit an agent system to perform unauthorized actions within 25 minutes.
Skill Verification: Defense Implementation
Timed skill verification lab: build a working guardrail system that passes automated attack tests within 45 minutes.
Skill Verification: Jailbreaking
Timed skill verification lab: bypass safety measures on a defended AI system within 30 minutes using jailbreak techniques.
Skill Verification: Prompt Injection (Assessment)
Timed skill verification lab: extract a system prompt from a defended AI system within 15 minutes using prompt injection techniques.
Skill Verification: Reconnaissance
Timed skill verification lab: profile an unknown AI system in 20 minutes by identifying the model, extracting configuration, and mapping capabilities.
Skill Verification: Report Writing
Timed skill verification lab: write a professional AI red team finding report from provided evidence within 30 minutes.
Skill Verification: Embedding Attacks
Practical verification of embedding and vector database attack capabilities.
Skill Verification: Fine-Tuning Attacks (Assessment)
Practical verification of fine-tuning attack capabilities including alignment removal and backdoor insertion.
Skill Verification: AI Forensics Investigation
Hands-on verification of AI forensics investigation capabilities with simulated incident scenarios.
Skill Verification: Governance Audit (Assessment)
Practical verification of AI governance audit skills against EU AI Act and NIST AI RMF requirements.
Skill Verification: Guardrail Bypass
Hands-on verification of guardrail bypass techniques across NeMo, LLM Guard, and custom implementations.
Skill Verification: MCP Exploitation (Assessment)
Hands-on verification of MCP server exploitation including tool poisoning and resource manipulation.
Skill Verification: Multi-Agent Testing
Hands-on verification of multi-agent system security testing capabilities.
Skill Verification: Red Team Automation
Practical verification of red team automation skills using Garak, PyRIT, and custom tooling.
評估與技能驗證
驗證 AI 紅隊知識的完整評估套件，包含章節評估、練習考試、學習指南與動手技能驗證練習。
技能驗證概覽
AI 紅隊計時技能驗證實驗室概覽，包含格式、通過/失敗標準與準備指引。
Skill Verification: A2A Protocol 攻擊s
Practical skill verification for multi-agent trust boundary attacks and protocol exploitation.
Skill Verification: 代理 利用ation
Practical skill verification for agent and MCP exploitation techniques.
Skill Verification: Automated 紅隊演練
Practical verification of automated attack generation using Garak, PyRIT, and Promptfoo.
Skill Verification: Cloud AI 安全
Practical verification of cloud AI platform security assessment skills.
Skill Verification: Cloud AI 安全 (評量)
Hands-on verification of cloud AI service security assessment across AWS, Azure, and GCP.
Skill Verification: 防禦 Effectiveness Evaluation
Practical verification of skills in evaluating guardrails, classifiers, and monitoring systems.
Skill Verification: 防禦 Evaluation
Hands-on verification of ability to evaluate and bypass LLM defense mechanisms.
Skill Verification: Encoding and Obfuscation
Skill verification for Base64, Unicode, token smuggling, and encoding-based bypass techniques.
Skill Verification: Function Calling 攻擊s
Skill verification for schema injection, parameter manipulation, and result poisoning techniques.
Skill Verification: Governance and Compliance
Verification of skills in AI governance framework implementation, audit, and compliance assessment.
Skill Verification: AI Incident Response
Skill verification for AI-specific incident detection, analysis, containment, and recovery.
Skill Verification: AI System Lateral Movement
Skill verification for moving from compromised AI components to connected systems and data stores.
Skill Verification: MCP 利用ation
Hands-on skill verification for MCP transport attacks, tool description injection, and server impersonation.
Skill Verification: 代理 記憶體 攻擊s
Practical verification of memory poisoning, context manipulation, and cross-session persistence skills.
Skill Verification: Multimodal 攻擊 Execution
Hands-on verification of image injection, audio manipulation, and cross-modal transfer attacks.
Skill Verification: Multimodal 攻擊s
Hands-on verification of multimodal attack capabilities across image, audio, and document modalities.
Skill Verification: 提示詞注入
Hands-on skill verification requiring live exploitation of prompt injection vulnerabilities.
Skill Verification: RAG & Data 攻擊s
Practical verification of RAG poisoning, embedding attacks, and data extraction techniques.
Skill Verification: Reasoning 模型 攻擊s
Verification of skills in reasoning trace manipulation, chain-of-thought exploitation, and thinking-token attacks.
Skill Verification: 紅隊 Reporting
Practical assessment of red team report writing and finding communication skills.
Skill Verification: 進階 Report Writing
Verification of advanced red team report writing including executive summaries, technical details, and remediation.
Skill Verification: 工具 Proficiency
Hands-on verification of proficiency with Garak, PyRIT, Promptfoo, and custom tooling.
Skill Verification: 訓練 Pipeline 安全
Skill verification for data poisoning, RLHF exploitation, and fine-tuning attack techniques.
技能驗證：代理利用（評量）
限時技能驗證實驗室：在 25 分鐘內透過操控工具使用利用代理系統執行未授權動作。
技能驗證：防禦實作
限時技能驗證實驗室：在 45 分鐘內建構通過自動化攻擊測試的可運作護欄系統。
技能驗證：越獄
限時技能驗證實驗室：在 30 分鐘內使用越獄技術繞過防禦 AI 系統的安全措施。
技能驗證：提示詞注入（評估）
計時技能驗證實驗室：使用提示詞注入技術在 15 分鐘內從防禦 AI 系統萃取系統提示詞。
技能驗證：偵察
計時技能驗證實驗室：在 20 分鐘內透過識別模型、萃取設定並描繪能力，剖析未知的 AI 系統。
技能驗證：報告撰寫
限時技能驗證實驗室：在 30 分鐘內從提供的證據撰寫專業 AI 紅隊發現報告。
Skill Verification: Embedding 攻擊s
Practical verification of embedding and vector database attack capabilities.
Skill Verification: Fine-Tuning 攻擊s (評量)
Practical verification of fine-tuning attack capabilities including alignment removal and backdoor insertion.
Skill Verification: AI Forensics Investigation
Hands-on verification of AI forensics investigation capabilities with simulated incident scenarios.
Skill Verification: Governance Audit (評量)
Practical verification of AI governance audit skills against EU AI Act and NIST AI RMF requirements.
Skill Verification: Guardrail Bypass
Hands-on verification of guardrail bypass techniques across NeMo, LLM Guard, and custom implementations.
Skill Verification: MCP 利用ation (評量)
Hands-on verification of MCP server exploitation including tool poisoning and resource manipulation.
Skill Verification: Multi-代理 Testing
Hands-on verification of multi-agent system security testing capabilities.
Skill Verification: 紅隊 Automation
Practical verification of red team automation skills using Garak, PyRIT, and custom tooling.